Evaluation of Remotely Sensed Precipitation Estimates from the NASA POWER Project for Drought Detection Over Jordan

Muhammad Rasool Al-Kilani, Michel Rahbeh, Jawad Al-Bakri, Tsegaye Tadesse, Cody Knutson

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

Abstract

Droughts can cause devastating impacts on water and land resources and therefore monitoring these events forms an integral part of planning. The most common approach for detecting drought events and assessing their intensity is use of the Standardized Precipitation Index (SPI), which requires abundant precipitation records at good spatial distribution. This may restrict SPI usage in many regions around the world, particularly in areas with limited numbers of ground meteorological stations. Therefore, the use of remotely sensed derived data of precipitation can contribute to drought monitoring. In this study, remotely sensed precipitation estimates from the POWER/Agroclimatology archive of NASA and their derived SPI for different time intervals were evaluated against gauged observations of precipitation from 13 different stations in arid and semiarid locations in Jordan. Results showed significant correlations between remotely sensed and ground data with relatively high R values (0.67–0.91), particularly where seasonal precipitation exceeded 50 mm/year. For evaluation of remotely sensed data in SPI calculation, several objective functions were used; the results showed that SPI based on satellite estimates (SAT-SPI) showed good performance in detecting extreme droughts and indicating wet/dry conditions. However, SAT-SPI showed high tendency to overestimate drought intensity. Based on these findings, remotely sensed precipitation from the POWER/Agroclimatology archive showed good potential for use in detecting extreme meteorological drought with the provision of careful interpretation of the data. These types of studies are essential for evaluating the applicability of new drought monitoring information and tools to support decision-making at relevant scales.

Original languageEnglish (US)
Pages (from-to)561-573
Number of pages13
JournalEarth Systems and Environment
Volume5
Issue number3
DOIs
StatePublished - Sep 2021
Externally publishedYes

Keywords

  • Agroclimatology
  • Meteorological drought
  • NASA POWER project
  • Remote sensing
  • SPI

ASJC Scopus subject areas

  • Global and Planetary Change
  • Environmental Science (miscellaneous)
  • Geology
  • Economic Geology
  • Computers in Earth Sciences

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